§ The result
Jobylon leads Cappfinity on 6 of the 7 criteria.
Under rubric v1.0, Jobylon, filed under ATS-integrated, finishes on 48 and Cappfinity, filed under Assessment, on 40, 8 points apart. Cappfinity is ahead on none of the 7 criteria: Jobylon takes 6, the remaining criterion is level, and the nearest of those 6 is Customer Documentation, Cappfinity 56 to Jobylon 60. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Cappfinity 36, Jobylon 55 — and at a 20% weight it carries 47% of the weighted advantage Jobylon holds across the 6 criteria on that side of the table.
Vendor profile
Cappfinity
Cappfinity sells strengths-, skills- and cognitive-reasoning assessments, task-based job simulations, a digital assessment centre and an asynchronous video interview platform with optional AI-assisted scoring, and is used mainly for graduate and early-careers hiring.
Vendor profile
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
§ The record
Cappfinity is filed under Assessment AI, Jobylon under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Cappfinity is in scope of Mobley v. Workday.
| Record | Cappfinity | Jobylon |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | GB | SE |
| Founded | 2005 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 47% of the movement so far
Article 11 Technical Documentation
Cappfinity 36 · Jobylon 55
3.8 weighted points to Jobylon
15% weight · 62% of the movement so far
FRIA Support
Cappfinity 28 · Jobylon 36
1.2 weighted points to Jobylon
12% weight · 74% of the movement so far
Human Oversight Design
Cappfinity 52 · Jobylon 60
1.0 weighted points to Jobylon
15% weight · 86% of the movement so far
Data Governance Disclosure
Cappfinity 52 · Jobylon 58
0.9 weighted points to Jobylon
12% weight · 96% of the movement so far
Post-Market Monitoring
Cappfinity 38 · Jobylon 45
0.8 weighted points to Jobylon
8% weight · 100% of the movement so far
Customer Documentation
Cappfinity 56 · Jobylon 60
0.3 weighted points to Jobylon
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -8.0 — the difference between the two totals before either is rounded. Shares are of 8.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cappfinity minus Jobylon.
| Category | Weight | Cappfinity | Jobylon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 36 | 55 | -19 | -3.8 |
| Bias Audit Transparency | 18% | 28 | 28 | - | - |
| FRIA Support | 15% | 28 | 36 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 52 | 58 | -6 | -0.9 |
| Human Oversight Design | 12% | 52 | 60 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 38 | 45 | -7 | -0.8 |
| Customer Documentation | 8% | 56 | 60 | -4 | -0.3 |
| Total | 100% | 40 (F) | 48 (F) | -8 | -8.0 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Cappfinity | Jobylon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 7 | Sources on the vendor's own domainSources on a separate domain | 28 | 5 | Audit reportSources on the vendor's own domain |
Cappfinity has 36 evidence rows across 7 of 7 criteria — 29 with a source URL, 7 documented absences; Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for Cappfinity sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 36 for Cappfinity, across 6 distinct source domains, and 33 for Jobylon, across 1 distinct source domain.
- Rubric
- v1.0
- Cappfinity last reviewed
- September 25, 2026 · HireAIScore editorial team
- Jobylon last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next